Overview
Brought to you by YData
Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 2139 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 417.9 KiB |
| Average record size in memory | 200.1 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 16 |
zprior has constant value "1" | Constant |
cd40 is highly overall correlated with cd420 | High correlation |
cd420 is highly overall correlated with cd40 | High correlation |
cd80 is highly overall correlated with cd820 | High correlation |
cd820 is highly overall correlated with cd80 | High correlation |
cid is highly overall correlated with time | High correlation |
gender is highly overall correlated with homo | High correlation |
hemo is highly overall correlated with pidnum | High correlation |
homo is highly overall correlated with gender | High correlation |
pidnum is highly overall correlated with hemo | High correlation |
preanti is highly overall correlated with str2 and 2 other fields | High correlation |
str2 is highly overall correlated with preanti and 2 other fields | High correlation |
strat is highly overall correlated with preanti and 2 other fields | High correlation |
time is highly overall correlated with cid | High correlation |
treat is highly overall correlated with trt | High correlation |
trt is highly overall correlated with treat | High correlation |
z30 is highly overall correlated with preanti and 2 other fields | High correlation |
hemo is highly imbalanced (58.3%) | Imbalance |
oprior is highly imbalanced (84.8%) | Imbalance |
pidnum has unique values | Unique |
preanti has 873 (40.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-19 11:04:23.704229 |
|---|---|
| Analysis finished | 2024-12-19 11:04:53.489856 |
| Duration | 29.79 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
pidnum
Real number (ℝ)
High correlation  Unique 
| Distinct | 2139 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 248778.25 |
| Minimum | 10056 |
|---|---|
| Maximum | 990077 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.8 KiB |
Quantile statistics
| Minimum | 10056 |
|---|---|
| 5-th percentile | 11445.9 |
| Q1 | 81446.5 |
| median | 190566 |
| Q3 | 280277 |
| 95-th percentile | 920041.1 |
| Maximum | 990077 |
| Range | 980021 |
| Interquartile range (IQR) | 198830.5 |
Descriptive statistics
| Standard deviation | 234237.29 |
|---|---|
| Coefficient of variation (CV) | 0.94155051 |
| Kurtosis | 2.6146168 |
| Mean | 248778.25 |
| Median Absolute Deviation (MAD) | 109114 |
| Skewness | 1.7362921 |
| Sum | 5.3213668 × 108 |
| Variance | 5.4867108 × 1010 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 10056 | 1 | < 0.1% |
| 251026 | 1 | < 0.1% |
| 251049 | 1 | < 0.1% |
| 251048 | 1 | < 0.1% |
| 251045 | 1 | < 0.1% |
| 251044 | 1 | < 0.1% |
| 251043 | 1 | < 0.1% |
| 251041 | 1 | < 0.1% |
| 251039 | 1 | < 0.1% |
| 251038 | 1 | < 0.1% |
| Other values (2129) | 2129 |
| Value | Count | Frequency (%) |
| 10056 | 1 | |
| 10059 | 1 | |
| 10089 | 1 | |
| 10093 | 1 | |
| 10124 | 1 | |
| 10140 | 1 | |
| 10165 | 1 | |
| 10190 | 1 | |
| 10198 | 1 | |
| 10229 | 1 |
| Value | Count | Frequency (%) |
| 990077 | 1 | |
| 990071 | 1 | |
| 990030 | 1 | |
| 990026 | 1 | |
| 990021 | 1 | |
| 990019 | 1 | |
| 990018 | 1 | |
| 980046 | 1 | |
| 980045 | 1 | |
| 980042 | 1 |
cid
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1618 | |
| 1 | 521 | 24.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1618 | |
| 1 | 521 | 24.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1618 | |
| 1 | 521 | 24.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1618 | |
| 1 | 521 | 24.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1618 | |
| 1 | 521 | 24.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1618 | |
| 1 | 521 | 24.4% |
time
Real number (ℝ)
High correlation 
| Distinct | 713 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 879.09818 |
| Minimum | 14 |
|---|---|
| Maximum | 1231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.8 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 256.7 |
| Q1 | 727 |
| median | 997 |
| Q3 | 1091 |
| 95-th percentile | 1160 |
| Maximum | 1231 |
| Range | 1217 |
| Interquartile range (IQR) | 364 |
Descriptive statistics
| Standard deviation | 292.27432 |
|---|---|
| Coefficient of variation (CV) | 0.33247063 |
| Kurtosis | 0.026238489 |
| Mean | 879.09818 |
| Median Absolute Deviation (MAD) | 119 |
| Skewness | -1.1217076 |
| Sum | 1880391 |
| Variance | 85424.28 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1087 | 34 | 1.6% |
| 1088 | 24 | 1.1% |
| 1154 | 18 | 0.8% |
| 1091 | 16 | 0.7% |
| 1090 | 16 | 0.7% |
| 1089 | 16 | 0.7% |
| 993 | 15 | 0.7% |
| 1132 | 14 | 0.7% |
| 1097 | 13 | 0.6% |
| 1117 | 13 | 0.6% |
| Other values (703) | 1960 |
| Value | Count | Frequency (%) |
| 14 | 1 | |
| 33 | 1 | |
| 45 | 1 | |
| 50 | 1 | |
| 54 | 1 | |
| 55 | 1 | |
| 62 | 1 | |
| 69 | 1 | |
| 96 | 1 | |
| 105 | 1 |
| Value | Count | Frequency (%) |
| 1231 | 3 | |
| 1230 | 1 | < 0.1% |
| 1224 | 4 | |
| 1223 | 1 | < 0.1% |
| 1217 | 1 | < 0.1% |
| 1214 | 2 | |
| 1211 | 1 | < 0.1% |
| 1209 | 2 | |
| 1206 | 1 | < 0.1% |
| 1203 | 3 |
trt
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 3 | |
|---|---|
| 0 | |
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 561 | |
| 0 | 532 | |
| 2 | 524 | |
| 1 | 522 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 561 | |
| 0 | 532 | |
| 2 | 524 | |
| 1 | 522 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 561 | |
| 0 | 532 | |
| 2 | 524 | |
| 1 | 522 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 561 | |
| 0 | 532 | |
| 2 | 524 | |
| 1 | 522 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 561 | |
| 0 | 532 | |
| 2 | 524 | |
| 1 | 522 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 561 | |
| 0 | 532 | |
| 2 | 524 | |
| 1 | 522 |
age
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.248247 |
| Minimum | 12 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.8 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 29 |
| median | 34 |
| Q3 | 40 |
| 95-th percentile | 50 |
| Maximum | 70 |
| Range | 58 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.7090262 |
|---|---|
| Coefficient of variation (CV) | 0.24707686 |
| Kurtosis | 0.97768528 |
| Mean | 35.248247 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.64247151 |
| Sum | 75396 |
| Variance | 75.847138 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33 | 111 | 5.2% |
| 32 | 109 | 5.1% |
| 30 | 109 | 5.1% |
| 29 | 106 | 5.0% |
| 31 | 105 | 4.9% |
| 37 | 100 | 4.7% |
| 27 | 98 | 4.6% |
| 35 | 98 | 4.6% |
| 36 | 94 | 4.4% |
| 39 | 91 | 4.3% |
| Other values (49) | 1118 |
| Value | Count | Frequency (%) |
| 12 | 3 | 0.1% |
| 13 | 3 | 0.1% |
| 14 | 6 | 0.3% |
| 15 | 3 | 0.1% |
| 16 | 7 | 0.3% |
| 17 | 4 | 0.2% |
| 18 | 7 | 0.3% |
| 19 | 7 | 0.3% |
| 20 | 17 | |
| 21 | 19 |
| Value | Count | Frequency (%) |
| 70 | 2 | 0.1% |
| 69 | 1 | < 0.1% |
| 68 | 2 | 0.1% |
| 67 | 2 | 0.1% |
| 66 | 1 | < 0.1% |
| 65 | 3 | |
| 64 | 2 | 0.1% |
| 63 | 6 | |
| 62 | 5 | |
| 61 | 2 | 0.1% |
wtkg
Real number (ℝ)
| Distinct | 667 |
|---|---|
| Distinct (%) | 31.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.125311 |
| Minimum | 31 |
|---|---|
| Maximum | 159.93936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.8 KiB |
Quantile statistics
| Minimum | 31 |
|---|---|
| 5-th percentile | 55.48392 |
| Q1 | 66.6792 |
| median | 74.3904 |
| Q3 | 82.5552 |
| 95-th percentile | 97.888192 |
| Maximum | 159.93936 |
| Range | 128.93936 |
| Interquartile range (IQR) | 15.876 |
Descriptive statistics
| Standard deviation | 13.263164 |
|---|---|
| Coefficient of variation (CV) | 0.17654721 |
| Kurtosis | 2.2290396 |
| Mean | 75.125311 |
| Median Absolute Deviation (MAD) | 7.9096 |
| Skewness | 0.70648606 |
| Sum | 160693.04 |
| Variance | 175.91152 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70.7616 | 26 | 1.2% |
| 77.112 | 24 | 1.1% |
| 78.0192 | 23 | 1.1% |
| 73.0296 | 22 | 1.0% |
| 76.2048 | 20 | 0.9% |
| 72.576 | 20 | 0.9% |
| 69.8544 | 19 | 0.9% |
| 69.4008 | 18 | 0.8% |
| 86.184 | 17 | 0.8% |
| 68.04 | 17 | 0.8% |
| Other values (657) | 1933 |
| Value | Count | Frequency (%) |
| 31 | 1 | |
| 32.6592 | 1 | |
| 36.78696 | 1 | |
| 41 | 2 | |
| 41.0508 | 1 | |
| 41.2776 | 1 | |
| 41.4 | 1 | |
| 42.4116 | 1 | |
| 43.00128 | 1 | |
| 43.8 | 1 |
| Value | Count | Frequency (%) |
| 159.93936 | 1 | |
| 149 | 1 | |
| 135.1728 | 1 | |
| 130.6368 | 1 | |
| 129 | 1 | |
| 127.7 | 1 | |
| 127.008 | 1 | |
| 125.6472 | 1 | |
| 123.3792 | 1 | |
| 122.472 | 1 |
hemo
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 0 | |
|---|---|
| 1 | 180 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1959 | |
| 1 | 180 | 8.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1959 | |
| 1 | 180 | 8.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1959 | |
| 1 | 180 | 8.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1959 | |
| 1 | 180 | 8.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1959 | |
| 1 | 180 | 8.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1959 | |
| 1 | 180 | 8.4% |
homo
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1414 | |
| 0 | 725 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1414 | |
| 0 | 725 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1414 | |
| 0 | 725 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1414 | |
| 0 | 725 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1414 | |
| 0 | 725 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1414 | |
| 0 | 725 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1858 | |
| 1 | 281 | 13.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1858 | |
| 1 | 281 | 13.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1858 | |
| 1 | 281 | 13.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1858 | |
| 1 | 281 | 13.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1858 | |
| 1 | 281 | 13.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1858 | |
| 1 | 281 | 13.1% |
karnof
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 100 | |
|---|---|
| 90 | |
| 80 | 80 |
| 70 | 9 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.5904628 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 100 |
|---|---|
| 2nd row | 90 |
| 3rd row | 90 |
| 4th row | 100 |
| 5th row | 100 |
Common Values
| Value | Count | Frequency (%) |
| 100 | 1263 | |
| 90 | 787 | |
| 80 | 80 | 3.7% |
| 70 | 9 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 100 | 1263 | |
| 90 | 787 | |
| 80 | 80 | 3.7% |
| 70 | 9 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3402 | |
| 1 | 1263 | 22.8% |
| 9 | 787 | 14.2% |
| 8 | 80 | 1.4% |
| 7 | 9 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5541 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3402 | |
| 1 | 1263 | 22.8% |
| 9 | 787 | 14.2% |
| 8 | 80 | 1.4% |
| 7 | 9 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5541 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3402 | |
| 1 | 1263 | 22.8% |
| 9 | 787 | 14.2% |
| 8 | 80 | 1.4% |
| 7 | 9 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5541 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3402 | |
| 1 | 1263 | 22.8% |
| 9 | 787 | 14.2% |
| 8 | 80 | 1.4% |
| 7 | 9 | 0.2% |
oprior
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 0 | |
|---|---|
| 1 | 47 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2092 | |
| 1 | 47 | 2.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2092 | |
| 1 | 47 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2092 | |
| 1 | 47 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2092 | |
| 1 | 47 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2092 | |
| 1 | 47 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2092 | |
| 1 | 47 | 2.2% |
z30
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1177 | |
| 0 | 962 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1177 | |
| 0 | 962 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1177 | |
| 0 | 962 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1177 | |
| 0 | 962 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1177 | |
| 0 | 962 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1177 | |
| 0 | 962 |
zprior
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2139 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2139 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2139 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2139 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2139 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2139 |
preanti
Real number (ℝ)
High correlation  Zeros 
| Distinct | 813 |
|---|---|
| Distinct (%) | 38.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 379.17578 |
| Minimum | 0 |
|---|---|
| Maximum | 2851 |
| Zeros | 873 |
| Zeros (%) | 40.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 142 |
| Q3 | 739.5 |
| 95-th percentile | 1303.3 |
| Maximum | 2851 |
| Range | 2851 |
| Interquartile range (IQR) | 739.5 |
Descriptive statistics
| Standard deviation | 468.65753 |
|---|---|
| Coefficient of variation (CV) | 1.2359901 |
| Kurtosis | 0.93929023 |
| Mean | 379.17578 |
| Median Absolute Deviation (MAD) | 142 |
| Skewness | 1.1913747 |
| Sum | 811057 |
| Variance | 219639.88 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 873 | |
| 768 | 6 | 0.3% |
| 917 | 6 | 0.3% |
| 7 | 5 | 0.2% |
| 175 | 5 | 0.2% |
| 213 | 5 | 0.2% |
| 238 | 5 | 0.2% |
| 925 | 5 | 0.2% |
| 807 | 4 | 0.2% |
| 959 | 4 | 0.2% |
| Other values (803) | 1221 |
| Value | Count | Frequency (%) |
| 0 | 873 | |
| 2 | 2 | 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 4 | 0.2% |
| 7 | 5 | 0.2% |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2851 | 1 | |
| 2500 | 1 | |
| 2489 | 1 | |
| 2342 | 1 | |
| 2283 | 1 | |
| 2078 | 1 | |
| 2071 | 1 | |
| 1983 | 1 | |
| 1938 | 1 | |
| 1902 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1522 | |
| 1 | 617 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1522 | |
| 1 | 617 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1522 | |
| 1 | 617 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1522 | |
| 1 | 617 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1522 | |
| 1 | 617 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1522 | |
| 1 | 617 |
gender
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1771 | |
| 0 | 368 | 17.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1771 | |
| 0 | 368 | 17.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1771 | |
| 0 | 368 | 17.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1771 | |
| 0 | 368 | 17.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1771 | |
| 0 | 368 | 17.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1771 | |
| 0 | 368 | 17.2% |
str2
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 0 | 886 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 0 | 886 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 0 | 886 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 0 | 886 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 0 | 886 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1253 | |
| 0 | 886 |
strat
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 886 | |
| 3 | 843 | |
| 2 | 410 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 886 | |
| 3 | 843 | |
| 2 | 410 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 886 | |
| 3 | 843 | |
| 2 | 410 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 886 | |
| 3 | 843 | |
| 2 | 410 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 886 | |
| 3 | 843 | |
| 2 | 410 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 886 | |
| 3 | 843 | |
| 2 | 410 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1769 | |
| 1 | 370 | 17.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1769 | |
| 1 | 370 | 17.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1769 | |
| 1 | 370 | 17.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1769 | |
| 1 | 370 | 17.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1769 | |
| 1 | 370 | 17.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1769 | |
| 1 | 370 | 17.3% |
treat
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1607 | |
| 0 | 532 | 24.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1607 | |
| 0 | 532 | 24.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1607 | |
| 0 | 532 | 24.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1607 | |
| 0 | 532 | 24.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1607 | |
| 0 | 532 | 24.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1607 | |
| 0 | 532 | 24.9% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1363 | |
| 1 | 776 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1363 | |
| 1 | 776 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1363 | |
| 1 | 776 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1363 | |
| 1 | 776 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1363 | |
| 1 | 776 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2139 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1363 | |
| 1 | 776 |
cd40
Real number (ℝ)
High correlation 
| Distinct | 484 |
|---|---|
| Distinct (%) | 22.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 350.50117 |
| Minimum | 0 |
|---|---|
| Maximum | 1199 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 182 |
| Q1 | 263.5 |
| median | 340 |
| Q3 | 423 |
| 95-th percentile | 549 |
| Maximum | 1199 |
| Range | 1199 |
| Interquartile range (IQR) | 159.5 |
Descriptive statistics
| Standard deviation | 118.57386 |
|---|---|
| Coefficient of variation (CV) | 0.33829805 |
| Kurtosis | 1.8054107 |
| Mean | 350.50117 |
| Median Absolute Deviation (MAD) | 80 |
| Skewness | 0.75786782 |
| Sum | 749722 |
| Variance | 14059.761 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 300 | 27 | 1.3% |
| 280 | 24 | 1.1% |
| 420 | 23 | 1.1% |
| 410 | 19 | 0.9% |
| 380 | 19 | 0.9% |
| 320 | 19 | 0.9% |
| 400 | 18 | 0.8% |
| 230 | 18 | 0.8% |
| 350 | 17 | 0.8% |
| 440 | 16 | 0.7% |
| Other values (474) | 1939 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 70 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 103 | 1 | < 0.1% |
| 110 | 1 | < 0.1% |
| 112 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| 122 | 1 | < 0.1% |
| 123 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1199 | 1 | |
| 918 | 1 | |
| 911 | 1 | |
| 834 | 1 | |
| 775 | 1 | |
| 771 | 1 | |
| 770 | 1 | |
| 760 | 1 | |
| 743 | 1 | |
| 740 | 1 |
cd420
Real number (ℝ)
High correlation 
| Distinct | 570 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 371.30715 |
| Minimum | 49 |
|---|---|
| Maximum | 1119 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.8 KiB |
Quantile statistics
| Minimum | 49 |
|---|---|
| 5-th percentile | 163.9 |
| Q1 | 269 |
| median | 353 |
| Q3 | 460 |
| 95-th percentile | 618.1 |
| Maximum | 1119 |
| Range | 1070 |
| Interquartile range (IQR) | 191 |
Descriptive statistics
| Standard deviation | 144.63491 |
|---|---|
| Coefficient of variation (CV) | 0.38952901 |
| Kurtosis | 1.0710554 |
| Mean | 371.30715 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | 0.73034654 |
| Sum | 794226 |
| Variance | 20919.257 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 300 | 22 | 1.0% |
| 270 | 17 | 0.8% |
| 390 | 17 | 0.8% |
| 380 | 16 | 0.7% |
| 400 | 15 | 0.7% |
| 310 | 15 | 0.7% |
| 290 | 15 | 0.7% |
| 250 | 15 | 0.7% |
| 360 | 14 | 0.7% |
| 320 | 14 | 0.7% |
| Other values (560) | 1979 |
| Value | Count | Frequency (%) |
| 49 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 74 | 1 | < 0.1% |
| 80 | 3 | |
| 81 | 3 | |
| 83 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 88 | 2 |
| Value | Count | Frequency (%) |
| 1119 | 1 | |
| 1100 | 1 | |
| 1040 | 1 | |
| 980 | 1 | |
| 955 | 1 | |
| 930 | 1 | |
| 909 | 1 | |
| 877 | 1 | |
| 865 | 1 | |
| 858 | 1 |
cd80
Real number (ℝ)
High correlation 
| Distinct | 1090 |
|---|---|
| Distinct (%) | 51.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 986.6274 |
| Minimum | 40 |
|---|---|
| Maximum | 5011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.8 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 412.7 |
| Q1 | 654 |
| median | 893 |
| Q3 | 1207 |
| 95-th percentile | 1849.4 |
| Maximum | 5011 |
| Range | 4971 |
| Interquartile range (IQR) | 553 |
Descriptive statistics
| Standard deviation | 480.19775 |
|---|---|
| Coefficient of variation (CV) | 0.48670628 |
| Kurtosis | 6.1789811 |
| Mean | 986.6274 |
| Median Absolute Deviation (MAD) | 269 |
| Skewness | 1.7337359 |
| Sum | 2110396 |
| Variance | 230589.88 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 620 | 10 | 0.5% |
| 870 | 10 | 0.5% |
| 1040 | 10 | 0.5% |
| 880 | 9 | 0.4% |
| 990 | 9 | 0.4% |
| 950 | 9 | 0.4% |
| 1000 | 9 | 0.4% |
| 680 | 8 | 0.4% |
| 850 | 8 | 0.4% |
| 520 | 8 | 0.4% |
| Other values (1080) | 2049 |
| Value | Count | Frequency (%) |
| 40 | 1 | |
| 105 | 1 | |
| 116 | 1 | |
| 137 | 1 | |
| 176 | 1 | |
| 177 | 1 | |
| 207 | 1 | |
| 218 | 1 | |
| 221 | 1 | |
| 225 | 2 |
| Value | Count | Frequency (%) |
| 5011 | 1 | |
| 4255 | 1 | |
| 3827 | 1 | |
| 3780 | 1 | |
| 3389 | 1 | |
| 3348 | 1 | |
| 3192 | 1 | |
| 3190 | 1 | |
| 3101 | 1 | |
| 3046 | 1 |
cd820
Real number (ℝ)
High correlation 
| Distinct | 1050 |
|---|---|
| Distinct (%) | 49.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 935.3698 |
| Minimum | 124 |
|---|---|
| Maximum | 6035 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.8 KiB |
Quantile statistics
| Minimum | 124 |
|---|---|
| 5-th percentile | 399.9 |
| Q1 | 631.5 |
| median | 865 |
| Q3 | 1146.5 |
| 95-th percentile | 1742.8 |
| Maximum | 6035 |
| Range | 5911 |
| Interquartile range (IQR) | 515 |
Descriptive statistics
| Standard deviation | 444.97605 |
|---|---|
| Coefficient of variation (CV) | 0.47572206 |
| Kurtosis | 11.77081 |
| Mean | 935.3698 |
| Median Absolute Deviation (MAD) | 253 |
| Skewness | 2.0914266 |
| Sum | 2000756 |
| Variance | 198003.69 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 920 | 11 | 0.5% |
| 730 | 11 | 0.5% |
| 570 | 10 | 0.5% |
| 710 | 10 | 0.5% |
| 740 | 9 | 0.4% |
| 700 | 9 | 0.4% |
| 530 | 9 | 0.4% |
| 590 | 9 | 0.4% |
| 630 | 8 | 0.4% |
| 560 | 8 | 0.4% |
| Other values (1040) | 2045 |
| Value | Count | Frequency (%) |
| 124 | 1 | |
| 131 | 1 | |
| 140 | 1 | |
| 150 | 1 | |
| 173 | 1 | |
| 195 | 1 | |
| 200 | 1 | |
| 213 | 1 | |
| 214 | 1 | |
| 218 | 1 |
| Value | Count | Frequency (%) |
| 6035 | 1 | |
| 4113 | 1 | |
| 3552 | 1 | |
| 3407 | 1 | |
| 3130 | 1 | |
| 3044 | 1 | |
| 2856 | 1 | |
| 2807 | 1 | |
| 2801 | 1 | |
| 2798 | 1 |
Interactions
Correlations
| age | cd40 | cd420 | cd80 | cd820 | cid | drugs | gender | hemo | homo | karnof | offtrt | oprior | pidnum | preanti | race | str2 | strat | symptom | time | treat | trt | wtkg | z30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.040 | -0.050 | 0.054 | 0.047 | 0.069 | 0.155 | 0.058 | 0.423 | 0.229 | 0.065 | 0.007 | 0.071 | -0.152 | 0.127 | 0.096 | 0.116 | 0.107 | 0.091 | 0.045 | 0.023 | 0.000 | 0.152 | 0.099 |
| cd40 | -0.040 | 1.000 | 0.620 | 0.228 | 0.078 | 0.189 | 0.000 | 0.000 | 0.000 | 0.000 | 0.050 | 0.147 | 0.029 | 0.032 | -0.110 | 0.000 | 0.121 | 0.081 | 0.123 | 0.191 | 0.000 | 0.000 | 0.047 | 0.115 |
| cd420 | -0.050 | 0.620 | 1.000 | 0.059 | 0.218 | 0.390 | 0.000 | 0.000 | 0.043 | 0.000 | 0.049 | 0.201 | 0.113 | -0.013 | -0.204 | 0.036 | 0.229 | 0.157 | 0.128 | 0.316 | 0.148 | 0.096 | 0.032 | 0.211 |
| cd80 | 0.054 | 0.228 | 0.059 | 1.000 | 0.742 | 0.050 | 0.007 | 0.102 | 0.085 | 0.120 | 0.000 | 0.050 | 0.000 | -0.073 | 0.038 | 0.022 | 0.000 | 0.048 | 0.028 | 0.023 | 0.000 | 0.000 | 0.094 | 0.005 |
| cd820 | 0.047 | 0.078 | 0.218 | 0.742 | 1.000 | 0.031 | 0.000 | 0.101 | 0.089 | 0.104 | 0.000 | 0.000 | 0.000 | -0.066 | 0.028 | 0.055 | 0.015 | 0.027 | 0.050 | 0.042 | 0.000 | 0.040 | 0.084 | 0.000 |
| cid | 0.069 | 0.189 | 0.390 | 0.050 | 0.031 | 1.000 | 0.043 | 0.038 | 0.000 | 0.049 | 0.096 | 0.089 | 0.031 | 0.000 | 0.139 | 0.050 | 0.120 | 0.128 | 0.126 | 0.633 | 0.126 | 0.127 | 0.019 | 0.123 |
| drugs | 0.155 | 0.000 | 0.000 | 0.007 | 0.000 | 0.043 | 1.000 | 0.138 | 0.088 | 0.204 | 0.086 | 0.094 | 0.013 | 0.132 | 0.000 | 0.078 | 0.000 | 0.004 | 0.013 | 0.000 | 0.000 | 0.000 | 0.055 | 0.000 |
| gender | 0.058 | 0.000 | 0.000 | 0.102 | 0.101 | 0.038 | 0.138 | 1.000 | 0.112 | 0.606 | 0.017 | 0.000 | 0.032 | 0.155 | 0.022 | 0.290 | 0.021 | 0.081 | 0.059 | 0.104 | 0.007 | 0.000 | 0.328 | 0.027 |
| hemo | 0.423 | 0.000 | 0.043 | 0.085 | 0.089 | 0.000 | 0.088 | 0.112 | 1.000 | 0.389 | 0.064 | 0.000 | 0.020 | 0.818 | 0.140 | 0.065 | 0.121 | 0.139 | 0.071 | 0.061 | 0.000 | 0.000 | 0.097 | 0.108 |
| homo | 0.229 | 0.000 | 0.000 | 0.120 | 0.104 | 0.049 | 0.204 | 0.606 | 0.389 | 1.000 | 0.036 | 0.038 | 0.000 | 0.381 | 0.072 | 0.305 | 0.028 | 0.034 | 0.115 | 0.054 | 0.009 | 0.000 | 0.255 | 0.044 |
| karnof | 0.065 | 0.050 | 0.049 | 0.000 | 0.000 | 0.096 | 0.086 | 0.017 | 0.064 | 0.036 | 1.000 | 0.102 | 0.051 | 0.103 | 0.146 | 0.000 | 0.084 | 0.073 | 0.102 | 0.092 | 0.000 | 0.000 | 0.000 | 0.077 |
| offtrt | 0.007 | 0.147 | 0.201 | 0.050 | 0.000 | 0.089 | 0.094 | 0.000 | 0.000 | 0.038 | 0.102 | 1.000 | 0.000 | 0.028 | 0.068 | 0.000 | 0.014 | 0.065 | 0.067 | 0.488 | 0.046 | 0.059 | 0.033 | 0.018 |
| oprior | 0.071 | 0.029 | 0.113 | 0.000 | 0.000 | 0.031 | 0.013 | 0.032 | 0.020 | 0.000 | 0.051 | 0.000 | 1.000 | 0.061 | 0.128 | 0.000 | 0.121 | 0.131 | 0.000 | 0.023 | 0.018 | 0.011 | 0.000 | 0.027 |
| pidnum | -0.152 | 0.032 | -0.013 | -0.073 | -0.066 | 0.000 | 0.132 | 0.155 | 0.818 | 0.381 | 0.103 | 0.028 | 0.061 | 1.000 | -0.055 | 0.153 | 0.197 | 0.146 | 0.098 | -0.106 | 0.000 | 0.000 | -0.068 | 0.179 |
| preanti | 0.127 | -0.110 | -0.204 | 0.038 | 0.028 | 0.139 | 0.000 | 0.022 | 0.140 | 0.072 | 0.146 | 0.068 | 0.128 | -0.055 | 1.000 | 0.129 | 0.733 | 0.682 | 0.038 | 0.087 | 0.000 | 0.000 | -0.076 | 0.690 |
| race | 0.096 | 0.000 | 0.036 | 0.022 | 0.055 | 0.050 | 0.078 | 0.290 | 0.065 | 0.305 | 0.000 | 0.000 | 0.000 | 0.153 | 0.129 | 1.000 | 0.076 | 0.110 | 0.074 | 0.092 | 0.000 | 0.000 | 0.129 | 0.069 |
| str2 | 0.116 | 0.121 | 0.229 | 0.000 | 0.015 | 0.120 | 0.000 | 0.021 | 0.121 | 0.028 | 0.084 | 0.014 | 0.121 | 0.197 | 0.733 | 0.076 | 1.000 | 1.000 | 0.020 | 0.146 | 0.000 | 0.000 | 0.102 | 0.902 |
| strat | 0.107 | 0.081 | 0.157 | 0.048 | 0.027 | 0.128 | 0.004 | 0.081 | 0.139 | 0.034 | 0.073 | 0.065 | 0.131 | 0.146 | 0.682 | 0.110 | 1.000 | 1.000 | 0.034 | 0.105 | 0.000 | 0.000 | 0.074 | 0.905 |
| symptom | 0.091 | 0.123 | 0.128 | 0.028 | 0.050 | 0.126 | 0.013 | 0.059 | 0.071 | 0.115 | 0.102 | 0.067 | 0.000 | 0.098 | 0.038 | 0.074 | 0.020 | 0.034 | 1.000 | 0.152 | 0.000 | 0.000 | 0.000 | 0.000 |
| time | 0.045 | 0.191 | 0.316 | 0.023 | 0.042 | 0.633 | 0.000 | 0.104 | 0.061 | 0.054 | 0.092 | 0.488 | 0.023 | -0.106 | 0.087 | 0.092 | 0.146 | 0.105 | 0.152 | 1.000 | 0.161 | 0.088 | 0.020 | 0.147 |
| treat | 0.023 | 0.000 | 0.148 | 0.000 | 0.000 | 0.126 | 0.000 | 0.007 | 0.000 | 0.009 | 0.000 | 0.046 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.161 | 1.000 | 1.000 | 0.029 | 0.000 |
| trt | 0.000 | 0.000 | 0.096 | 0.000 | 0.040 | 0.127 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.088 | 1.000 | 1.000 | 0.000 | 0.000 |
| wtkg | 0.152 | 0.047 | 0.032 | 0.094 | 0.084 | 0.019 | 0.055 | 0.328 | 0.097 | 0.255 | 0.000 | 0.033 | 0.000 | -0.068 | -0.076 | 0.129 | 0.102 | 0.074 | 0.000 | 0.020 | 0.029 | 0.000 | 1.000 | 0.095 |
| z30 | 0.099 | 0.115 | 0.211 | 0.005 | 0.000 | 0.123 | 0.000 | 0.027 | 0.108 | 0.044 | 0.077 | 0.018 | 0.027 | 0.179 | 0.690 | 0.069 | 0.902 | 0.905 | 0.000 | 0.147 | 0.000 | 0.000 | 0.095 | 1.000 |
Missing values
Sample
| pidnum | cid | time | trt | age | wtkg | hemo | homo | drugs | karnof | oprior | z30 | zprior | preanti | race | gender | str2 | strat | symptom | treat | offtrt | cd40 | cd420 | cd80 | cd820 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 10056 | 0 | 948 | 2 | 48 | 89.8128 | 0 | 0 | 0 | 100 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 422 | 477 | 566 | 324 |
| 1 | 10059 | 1 | 1002 | 3 | 61 | 49.4424 | 0 | 0 | 0 | 90 | 0 | 1 | 1 | 895 | 0 | 0 | 1 | 3 | 0 | 1 | 0 | 162 | 218 | 392 | 564 |
| 2 | 10089 | 0 | 961 | 3 | 45 | 88.4520 | 0 | 1 | 1 | 90 | 0 | 1 | 1 | 707 | 0 | 1 | 1 | 3 | 0 | 1 | 1 | 326 | 274 | 2063 | 1893 |
| 3 | 10093 | 0 | 1166 | 3 | 47 | 85.2768 | 0 | 1 | 0 | 100 | 0 | 1 | 1 | 1399 | 0 | 1 | 1 | 3 | 0 | 1 | 0 | 287 | 394 | 1590 | 966 |
| 4 | 10124 | 0 | 1090 | 0 | 43 | 66.6792 | 0 | 1 | 0 | 100 | 0 | 1 | 1 | 1352 | 0 | 1 | 1 | 3 | 0 | 0 | 0 | 504 | 353 | 870 | 782 |
| 5 | 10140 | 0 | 1181 | 1 | 46 | 88.9056 | 0 | 1 | 1 | 100 | 0 | 1 | 1 | 1181 | 0 | 1 | 1 | 3 | 0 | 1 | 0 | 235 | 339 | 860 | 1060 |
| 6 | 10165 | 1 | 794 | 0 | 31 | 73.0296 | 0 | 1 | 0 | 100 | 0 | 1 | 1 | 930 | 0 | 1 | 1 | 3 | 0 | 0 | 0 | 244 | 225 | 708 | 699 |
| 7 | 10190 | 0 | 957 | 0 | 41 | 66.2256 | 0 | 1 | 1 | 100 | 0 | 1 | 1 | 1329 | 0 | 1 | 1 | 3 | 0 | 0 | 0 | 401 | 366 | 889 | 720 |
| 8 | 10198 | 1 | 198 | 3 | 40 | 82.5552 | 0 | 1 | 0 | 90 | 0 | 1 | 1 | 1074 | 0 | 1 | 1 | 3 | 1 | 1 | 1 | 214 | 107 | 652 | 131 |
| 9 | 10229 | 1 | 188 | 0 | 35 | 78.0192 | 0 | 1 | 0 | 100 | 0 | 1 | 1 | 964 | 0 | 1 | 1 | 3 | 0 | 0 | 1 | 221 | 132 | 221 | 759 |
| pidnum | cid | time | trt | age | wtkg | hemo | homo | drugs | karnof | oprior | z30 | zprior | preanti | race | gender | str2 | strat | symptom | treat | offtrt | cd40 | cd420 | cd80 | cd820 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2129 | 980042 | 1 | 588 | 0 | 16 | 63.0000 | 1 | 0 | 0 | 100 | 0 | 1 | 1 | 753 | 0 | 1 | 1 | 3 | 0 | 0 | 0 | 299 | 214 | 546 | 471 |
| 2130 | 980045 | 0 | 1087 | 2 | 25 | 78.0000 | 1 | 0 | 0 | 100 | 0 | 1 | 1 | 905 | 0 | 1 | 1 | 3 | 0 | 1 | 0 | 468 | 594 | 636 | 554 |
| 2131 | 980046 | 0 | 948 | 1 | 20 | 72.4000 | 1 | 0 | 0 | 100 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 483 | 641 | 1728 | 1504 |
| 2132 | 990018 | 0 | 413 | 3 | 27 | 80.2872 | 1 | 0 | 0 | 70 | 0 | 1 | 1 | 2078 | 0 | 1 | 1 | 3 | 0 | 1 | 1 | 321 | 222 | 910 | 1009 |
| 2133 | 990019 | 1 | 1041 | 2 | 39 | 64.8648 | 1 | 0 | 0 | 90 | 0 | 1 | 1 | 1042 | 0 | 1 | 1 | 3 | 0 | 1 | 1 | 378 | 401 | 504 | 367 |
| 2134 | 990021 | 0 | 1091 | 3 | 21 | 53.2980 | 1 | 0 | 0 | 100 | 0 | 1 | 1 | 842 | 0 | 1 | 1 | 3 | 0 | 1 | 1 | 152 | 109 | 561 | 720 |
| 2135 | 990026 | 0 | 395 | 0 | 17 | 102.9672 | 1 | 0 | 0 | 100 | 0 | 1 | 1 | 417 | 1 | 1 | 1 | 3 | 0 | 0 | 1 | 373 | 218 | 1759 | 1030 |
| 2136 | 990030 | 0 | 1104 | 2 | 53 | 69.8544 | 1 | 1 | 0 | 90 | 0 | 1 | 1 | 753 | 1 | 1 | 1 | 3 | 0 | 1 | 0 | 419 | 364 | 1391 | 1041 |
| 2137 | 990071 | 1 | 465 | 0 | 14 | 60.0000 | 1 | 0 | 0 | 100 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 166 | 169 | 999 | 1838 |
| 2138 | 990077 | 0 | 1045 | 3 | 45 | 77.3000 | 1 | 0 | 0 | 100 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 911 | 930 | 885 | 526 |